“…These include perceived facial age (Liu et al, 2016), facial photoaging (Le Clerc et al, 2013), and the combined impact of intrinsic and extrinsic factors on facial aging (Chang et al, 2014). Additional GWASs have been conducted on traits related to photoaging such as actinic keratosis and facial pigmented spots (Jacobs et al, 2015a(Jacobs et al, , 2015bLaville et al, 2016). Together, these have identified genetic variants on chromosomes 3, 6, 16, 20, and X.…”